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+ | //CVDI Site Director & Founder | Professor in the College of Computing and Informatics | Drexel University// | ||
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+ | ====Contact Information==== | ||
+ | |||
+ | **Phone:** (215) 895-0551\\ | ||
+ | **Email:** [[xh29@drexel.edu]]\\ | ||
+ | **Website: | ||
+ | |||
+ | ====Education==== | ||
+ | |||
+ | * Ph.D. - Computer Science | University of Regina - Canada (1995)\\ | ||
+ | * M.Sc. - Computer Science | Simon Fraser University - Canada\\ | ||
+ | * M.Eng. - Computer Engineering |Institute of Computing Technology Chinese Academy of Science\\ | ||
+ | * B.Sc. - Software | Wuhan University\\ | ||
+ | |||
+ | =====Biography===== | ||
+ | |||
+ | Xiaohua Tony Hu (Ph.D., 1995) is a full professor and the founding director of the data mining and bioinformatics lab at the College of Computing and Informatics (the former College of Information Science and Technology, one of the best information science schools in the USA, ranked as #1 in 1999 and #6 in 2010 in information systems by U.S. News & World Report). He is also serving as the founding Co-Director of the NSF Center (I/U CRC) on Visual and Decision Informatics (NSF CVDI), IEEE Computer Society Bioinformatics and Biomedicine Steering Committee Chair, and IEEE Computer Society Big Data Steering Committee Chair. Tony is a scientist, teacher, and entrepreneur. He joined Drexel University in 2002. He founded the International Journal of Data Mining and Bioinformatics (SCI indexed) in 2006, International Journal of Granular Computing, Rough Sets and Intelligent Systems in 2008. Earlier, he worked as a research scientist in the world-leading R&D centers such as Nortel Research Center, and Verizon Lab (the former GTE labs). In 2001, he founded the DMW Software in Silicon Valley, California. He has a lot of experience and expertise to convert original ideas into research prototypes, and eventually into commercial products, many of his research ideas have been integrated into commercial products and applications in data mining fraud detection, database marketing. | ||
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+ | Tony’s current research interests are in data/ | ||
+ | |||
+ | =====Investigated Projects===== | ||
+ | |||
+ | |||
+ | * [[projects: | ||
+ | * [[projects: | ||
+ | * Analyzing, Modeling and Summarizing Social Media and Linked Datasets | ||
+ | * Large-Scale Social Media Analytical Tools with Application to Detecting Emerging Events | ||
+ | * NSF Research Experience for Teachers (RET) | ||
+ | * NSF Research Experience for Undergraduates (REU) | ||
+ | * NSF Research Experience for Veterans | ||
+ | * NSF CORBI: Modeling, Visualization, | ||
+ | * GOALI: A Joint Model for Image Topic and Emotion Identification and Annotation | ||
+ | * Collaborative Research: Fundamental Research in Visualization-based Gap Analysis and Link Prediction | ||
+ | * INVESTIGATED PROJECTS (CO-PI) | ||
+ | * A Predictive Analytics Framework for Spatiotemporal Hotspots | ||
+ | |||
+ | =====Publications===== | ||
+ | |||
+ | |||
+ | * Zhou G., Zhiyuan Zhu, Tingting He, Hu X: | ||
+ | * Zhou G., Zhiwen Xie, Tingting He, Jun Zhao, Hu X. Learning the Multilingual Translation Representations for Question Retrieval in Community Question Answering via Non-Negative Matrix Factorization. IEEE/ACM Trans. Audio, Speech & Language Processing 24(7): 1305-1314 (2016) | ||
+ | * Hu X., Lin T., Raghavan R., Wah B., Baeza-Yates R., Fox G., Shahal C., Smith M., Yang Q., Ghani R., Fan H., Lempel R., Nambir R.(Eds) , Proceedings of the 2013 IEEE International Conference on Big Data. (IEEE Big Data 2013), | ||
+ | * Wang Y. Hu X., AOBA: Recognizing Object Behavior in Pervasive Urban management, IEEE Transactions on Knowledge and Data Engineering, | ||
+ | * Wang Y. Hu X., Fuzzy Reasoning of Accident Provenance in Pervasive Healthcare Monitoring Systems. | ||
+ | * Zhang X., Hu X., He T., Park, E.K., Zhou X., Utilizing Different Link Types to Enhance Document Clustering based on Markov Random Field Model with Relaxation Labeling, accepted to be published in IEEE Transactions on Systems, Men and Cybernetics, | ||
+ | * Xin Chen, Hu X, He T, An Y. Wu X., Inferring functional groups from microbial gene catalogue with probabilistic topic models, | ||
+ | * Chen Y., Yin X., Li Z. Hu X., Promoting Ranking Diversity for Biomedical Information Retrieval based on LDA, accepted to be published in BMC Genomics, 2012 | ||
+ | * Lu C., Hu X., J. Park, Exploiting the Social Tagging Network for Web Clustering, IEEE Transactions on Systems, Men and Cybernetics, | ||
+ | * Hu X., Park, E.K., Zhang X., Microarray Gene Cluster Identification and Annotation through Cluster Ensemble and EM based Informative Textual Summarization, | ||
+ | * Hu X., Shen X., Mining Biomedical Literature for Identification of Potential Virus/ | ||
+ | * Hu X., Zhang X., Yoo I., Wang X., Feng J.., Mining Hidden Connections among Biomedical Concepts from Disjoint Biomedical Literature Sets through Semantic-based Association Rule, International Journal of Intelligent | ||
+ | * Zhou X., Hu X., Zhang X., Topic Signature Language Models for Ad-hoc Retrieval, in IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Sept 2007, pp 276-287 | ||
+ | * Li Y., Hu X., Lin H., Yang Z. , A Framework for Semi-supervised Feature Generation and its Applications in Biomedical Literature Mining, | ||
+ | * Lu C., Park. J., Hu X., User Tags versue Expert-created metadata: A Comparison between LibraryThing tags and Library Congress Subject Headings, accepted to be published in Journal of Information Science | ||
+ | * Yan, R., Li C., Heish H., Hu P. Hu Xiaohua, He T.. Socialized Language Model Smoothing via Bi-Directional Influence Propogation on Social Network, WWW 2016, Montreal, Canada, | ||
+ | * Liu M., Fang Y., park D., Hu Xiaohua, Yu Z., Retrieving Non-Redundant Questions to Summarize a Product Review, SIGIR 2016, Pisa, Italy, July 17-21, 2016 (full paper, acceptance rate: 18%) | ||
+ | * Yan R., Cheng-Te Li, Hu Xiaohua, Ming Zhang: | ||
+ | * Wanying Ding, Yue Shang, Lifan Guo, Xiaohua Hu, Rui Yan, Tingting He. Video Popularity Prediction by Sentiment Propagation via Implicit Network, | ||
+ | * Rui Yan, Xiang Li, Mengwen Liu, Xiaohua Hu, Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization. ACL (2) 2015: 623-629 | ||
+ | * Cercone N., Hou L., Keselj V., An A.,. Naruedomkul N.,, Hu X., From Computational Intelligence to Web Intelligence , in IEEE Computer, November 2002, pp 72-76 | ||
+ | * Chen X., Hu X., Zhou Z., An Y., He T., Park E.K., Modeling Semantic Relations between Visual Attributes and Object Categories via Dirichlet Forest Prior, in ACM CIKM 2012 (full paper, acceptance rate: 13.4) | ||
+ | * An Y, Hu X., Song Y., Learning to Discover Complex Mappings from Web Forms to Ontologies, |